Package: r2mlm 0.3.7

r2mlm: R-Squared Measures for Multilevel Models

Generates both total- and level-specific R-squared measures from Rights and Sterba’s (2019) <doi:10.1037/met0000184> framework of R-squared measures for multilevel models with random intercepts and/or slopes, which is based on a complete decomposition of variance. Additionally generates graphical representations of these R-squared measures to allow visualizing and interpreting all measures in the framework together as an integrated set. This framework subsumes 10 previously-developed R-squared measures for multilevel models as special cases of 5 measures from the framework, and it also includes several newly-developed measures. Measures in the framework can be used to compute R-squared differences when comparing multilevel models (following procedures in Rights & Sterba (2020) <doi:10.1080/00273171.2019.1660605>). Bootstrapped confidence intervals can also be calculated. To use the confidence interval functionality, download bootmlm from <https://github.com/marklhc/bootmlm>.

Authors:Mairead Shaw [aut, cre], Jason Rights [aut], Sonya Sterba [aut], Jessica Flake [aut]

r2mlm_0.3.7.tar.gz
r2mlm_0.3.7.zip(r-4.5)r2mlm_0.3.7.zip(r-4.4)r2mlm_0.3.7.zip(r-4.3)
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r2mlm_0.3.7.tar.gz(r-4.5-noble)r2mlm_0.3.7.tar.gz(r-4.4-noble)
r2mlm_0.3.7.tgz(r-4.4-emscripten)r2mlm_0.3.7.tgz(r-4.3-emscripten)
r2mlm.pdf |r2mlm.html
r2mlm/json (API)
NEWS

# Install 'r2mlm' in R:
install.packages('r2mlm', repos = c('https://mkshaw.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/mkshaw/r2mlm/issues

Datasets:

On CRAN:

Conda:

5.24 score 27 stars 130 scripts 590 downloads 7 exports 40 dependencies

Last updated 1 years agofrom:d3066487e9. Checks:4 OK, 5 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 14 2025
R-4.5-winOKMar 14 2025
R-4.5-macOKMar 14 2025
R-4.5-linuxOKMar 14 2025
R-4.4-winNOTEMar 14 2025
R-4.4-macNOTEMar 14 2025
R-4.4-linuxNOTEMar 14 2025
R-4.3-winNOTEMar 14 2025
R-4.3-macNOTEMar 14 2025

Exports:r2mlmr2mlm_cir2mlm_compr2mlm_comp_manualr2mlm_long_manualr2mlm_manualr2mlm3_manual

Dependencies:bootcarDataclidplyrfansiforeigngenericsgluekutilslatticelifecyclelme4magrittrMASSMatrixminqanlmenloptropenxlsxpillarpkgconfigplyrR6rbibutilsRcppRcppEigenRdpackreformulasrlangrockchalkRUnitstringistringrtibbletidyselectutf8vctrswithrxtablezip